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Paper Citation Record · LEDGER

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction?

As of 7 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2506.20795.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.20795 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:47:34.476382Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

67 of 67 outbound references displayed

  • verified exact1
  • verified fuzzy62
  • unresolved4
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0977bb5c-e24f-49fa-9e11-2e0c24e2999a · outbound

This paper cites Tracking body and hands for gesture recognition: NATOPS aircraft handling signals database,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Tracking body and hands for gesture recognition: NATOPS aircraft handling signals database,

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 66f33768-a71e-4d02-a2d6-70156ab532f4 · outbound

This paper cites Visual recognition of traffic police gestures with convo- lutional pose machine and handcrafted features,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Visual recognition of traffic police gestures with convo- lutional pose machine and handcrafted features,

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.688198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation ae249163-6d36-47fc-b4bf-441cd4781d13 · outbound

This paper cites Chinese traffic police gesture recognition based on graph convolutional network in natural scene,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Chinese traffic police gesture recognition based on graph convolutional network in natural scene,

Reference 3

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 158512e3-8fc1-4d27-ac7b-1257dbec263a · outbound

This paper cites Traffic control gesture recognition for au- tonomous vehicles,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Traffic control gesture recognition for au- tonomous vehicles,

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.628544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 31fc76d5-79b9-4df4-aa7e-d8b86a212ffa · outbound

This paper cites Learning deep and compact models for gesture recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Learning deep and compact models for gesture recognition,

Reference 5

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raw_fallback, observed 2026-08-06T22:47:35.598438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 4fa5628a-f2c3-40fa-8f26-33cc845ebed0 · outbound

This paper cites HGR-ViT: Hand gesture recognition with vision transformer,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? HGR-ViT: Hand gesture recognition with vision transformer,

Reference 6

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raw_fallback, observed 2026-08-06T22:47:35.572660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation bbe65676-4035-4905-be46-0d598d564cd7 · outbound

This paper cites A transformer-based network for dynamic hand gesture recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? A transformer-based network for dynamic hand gesture recognition,

Reference 7

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raw_fallback, observed 2026-08-06T22:47:35.549144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation f9da4b82-c700-4d74-a0c3-11ea6ee0adcf · outbound

This paper cites Dynamic gesture recognition based on LSTM-CNN,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Dynamic gesture recognition based on LSTM-CNN,

Reference 8

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raw_fallback, observed 2026-08-06T22:47:35.528268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 6ee1551e-9677-4c1f-829f-251deccfa48f · outbound

This paper cites Body gesture recognition to control a social mobile robot,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Body gesture recognition to control a social mobile robot,

Reference 9

Resolution
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raw_fallback, observed 2026-08-06T22:47:35.508697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 33a5e70e-475b-4cd6-996c-d8b2ce51e5c7 · outbound

This paper cites A fast-response dynamic-static parallel attention GCN network for body–hand gesture recognition in HRI,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? A fast-response dynamic-static parallel attention GCN network for body–hand gesture recognition in HRI,

Reference 10

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raw_fallback, observed 2026-08-06T22:47:35.487709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 1496d3c6-eb62-4f28-bf2e-119cc4707a0d · outbound

This paper cites MeTRAbs: Metric-scale truncation-robust heatmaps for absolute 3D human pose estimation,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? MeTRAbs: Metric-scale truncation-robust heatmaps for absolute 3D human pose estimation,

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 5215498f-55ee-45c6-8bc8-0ca073f1558f · outbound

This paper cites DINOv2: Learning robust visual features without supervision,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? DINOv2: Learning robust visual features without supervision,

Reference 13

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.434782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation d09ba8f9-2503-455c-8ca7-0be1b883778a · outbound

This paper cites The Gemini 2.0 model family,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? The Gemini 2.0 model family,

Reference 14

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raw_fallback, observed 2026-08-06T22:47:35.418357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.185998Z digest=sha256:2a5bcd57276a39037e3bbff8ad579ee96359f5705c3951ad3babc5eabfdbd47a

Observation 0eb3cd97-1fd5-43d9-a818-17d344f602c9 · outbound

This paper cites GPT-4: OpenAI’s language model,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? GPT-4: OpenAI’s language model,

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.401586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.191173Z digest=sha256:a4e7920581d1d712002a87561cd852bb81e3123803da6c9663451d03e8de7d8a

Observation d9c5ec05-8374-4726-822d-161b0b5cbc8d · outbound

This paper cites Foundation Models for Video Understanding: A Survey.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Foundation Models for Video Understanding: A Survey

Reference 16

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unresolved
no resolver link, observed 2026-08-06T22:47:34.195792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:47:34.195792Z digest=sha256:1b1144919618475dea2fcb17bdfcd74b312ff44592a11dc5955b1a701be2f4c3

Observation 347b33eb-322d-46d9-bd16-228401e838c0 · outbound

This paper cites VideoGLUE: Video general understanding eval- uation of foundation models,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? VideoGLUE: Video general understanding eval- uation of foundation models,

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation dcb18920-72e7-4d01-8267-634b9f231402 · outbound

This paper cites Hierarchically decomposed graph convolutional networks for skeleton-based action recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Hierarchically decomposed graph convolutional networks for skeleton-based action recognition,

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.205567Z digest=sha256:d9e5492d91e71d734b73a30db4287295a27e3cecb672c11ae1c7d07b5989247d

Observation b74372b2-9cdd-4198-865b-03ea26734a8c · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Gemini: A Family of Highly Capable Multimodal Models

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:47:34.210136Z digest=sha256:e1f7022873083fc818167c4f972ba3151061c33e2981b248894340d585d14595

Observation 86d67e9c-5883-440f-b3bc-5ecac193994d · outbound

This paper cites Gesture recognition: A survey,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Gesture recognition: A survey,

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.356152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.214957Z digest=sha256:80f5d7fc8db1029ab6843a8c1a1585ac33d5d6563abe7d51e3bb6c6c0f4fcc3a

Observation eacd6685-8483-4597-99fe-4a68966568a0 · outbound

This paper cites Survey on hand gesture recognition from visual input,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Survey on hand gesture recognition from visual input,

Reference 21

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raw_fallback, observed 2026-08-06T22:47:35.341443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.220089Z digest=sha256:72c81cb55b262588aba71b2d43c524d35d71e017ac15ec6e09ffc1bf7b39a1ed

Observation 7e2911a4-eaf8-45e4-9f88-22540789d3a5 · outbound

This paper cites Computer vision-based hand gesture recognition for human-robot interaction: A review,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Computer vision-based hand gesture recognition for human-robot interaction: A review,

Reference 22

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raw_fallback, observed 2026-08-06T22:47:35.326795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.224610Z digest=sha256:1a8143f23e7b5c84326d66f720ef017b8bd04ae24a697373debf3dd05107edc3

Observation 8f661806-8e1b-40ac-b7b0-c3bfbba05190 · outbound

This paper cites Robust dynamic gesture recognition at ultra-long distances,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Robust dynamic gesture recognition at ultra-long distances,

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.311370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.230419Z digest=sha256:614f6258856cf527d38b6e5f70535786c2e42adc83b97ecd3b57ca767b6bb694

Observation 664f1231-e18b-4ac9-9e4b-c0c4d8f3fd73 · outbound

This paper cites UA V-GESTURE: A dataset for UA V control and gesture recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? UA V-GESTURE: A dataset for UA V control and gesture recognition,

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.295687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.236928Z digest=sha256:ae1cf252d458d4536ef37c249918ba2f0f36a34f9a0682c213d8d7fc150c30b6

Observation be199989-a71c-4b23-96de-2199859f8480 · outbound

This paper cites An overview of hand gesture languages for autonomous UA V handling,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? An overview of hand gesture languages for autonomous UA V handling,

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.278652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.241668Z digest=sha256:06210959e0694e4fd49c1eeb1b25adcfb6a891c492b0c8b5eded9aa8152a5418

Observation b33a1ad4-2546-4a8b-b705-be44c9e42d34 · outbound

This paper cites Synthetic-to-real domain adaptation for action recognition: A dataset and baseline performances,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Synthetic-to-real domain adaptation for action recognition: A dataset and baseline performances,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.263562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.246871Z digest=sha256:eb268dcbc79aecd81c559c8b3745fadfcae37e16ba1a63e05786eec3341d880e

Observation c1ffb636-c25d-4916-9f0b-a729c0afb206 · outbound

This paper cites Real-time multi-modal hu- man–robot collaboration using gestures and speech,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Real-time multi-modal hu- man–robot collaboration using gestures and speech,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.248672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.251598Z digest=sha256:cdf953830a098382e6b9899f8e971e2149f5856f43b6091f563ec94fa2d29b8d

Observation 9a615138-cec4-444e-bba4-f4eada77bb21 · outbound

This paper cites Vision-based hand gesture recognition for human- robot collaboration: A survey,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Vision-based hand gesture recognition for human- robot collaboration: A survey,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.233176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.257266Z digest=sha256:951ef397eab726fe4761921d27b3bb15fae3e3cc3bf42adf8422138de6d3898d

Observation 450207d8-ac34-4a1d-9a40-1e4d1d70da84 · outbound

This paper cites A human-centered approach to robot gesture based communication within collaborative working processes,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? A human-centered approach to robot gesture based communication within collaborative working processes,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.217984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.262973Z digest=sha256:f49244444a5f07eb76e40b23d8e418c84837fded4154284834c9cd060c5cb3c7

Observation 9b76d27a-6b23-46b4-b707-bdd892de1dfd · outbound

This paper cites FollowMe: Person following and gesture recognition with a quadrocopter,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? FollowMe: Person following and gesture recognition with a quadrocopter,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.203076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.268038Z digest=sha256:a293487b03b9427aafea81d9492c7ae77a7c17d43790d93016dd0d1043f1028b

Observation 484d3b1c-fe4c-4f57-90e3-92b0d2c43b0d · outbound

This paper cites Innovative collabora- tive method for interaction between a human operator and robotic manipulator using pointing gestures,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Innovative collabora- tive method for interaction between a human operator and robotic manipulator using pointing gestures,

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.188228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.273173Z digest=sha256:3a8b6e7ef2fb65b5df4038a6b8836a819842db1d264ea36bbf90785f70585fdf

Observation d94bc3d9-533d-4b0a-b54d-c82810c87d07 · outbound

This paper cites Gesture recognition for human-robot collab- oration: A review,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Gesture recognition for human-robot collab- oration: A review,

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.172444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.278338Z digest=sha256:642a257a682372efa4826e3311c301b7fa8b560000cb0573cba500d223e30171

Observation c7c678dc-bfc5-46c9-a1e2-cf44bff74945 · outbound

This paper cites Application of human activity/action recognition: A review,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Application of human activity/action recognition: A review,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.156090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.283412Z digest=sha256:8839eb8ad61bc0232ab8f06eb9025b2072f5b601a27f9b2a673408c3c5136efe

Observation 4feace59-7424-43a4-bb02-7e2abd8f8d0e · outbound

This paper cites A survey on vision-based human action recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? A survey on vision-based human action recognition,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.141108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.288538Z digest=sha256:40fa5091a0d65201e9684b650da0042abc1da44742add909269683a9a7fa0599

Observation 71a1ccaa-aa8b-40e4-9077-2e0f03d0d14d · outbound

This paper cites Review of dynamic gesture recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Review of dynamic gesture recognition,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.125979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.293463Z digest=sha256:9b280291d8048c506108cc2811be0ba164fcdcba5e01f98b7d71ef6db6b0b35a

Observation f3b2c91b-4fb0-423e-a6c2-25af3919e41f · outbound

This paper cites Recent advances of monocular 2D and 3D human pose estimation: A deep learning perspective,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Recent advances of monocular 2D and 3D human pose estimation: A deep learning perspective,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.111329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.298490Z digest=sha256:f2ffb4ee847504c5de9e557820dad053fc59282e9dcae1d470364626ac11f01e

Observation e9b2ca8b-8173-4f79-862c-afa716837c95 · outbound

This paper cites TSGCNeXt: Dynamic-Static Multi-Graph Convolution for Efficient Skeleton-Based Action Recognition with Long-term Learning Potential.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? TSGCNeXt: Dynamic-Static Multi-Graph Convolution for Efficient Skeleton-Based Action Recognition with Long-term Learning Potential

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:47:34.575065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.303574Z digest=sha256:a7bded255cc854087784462656a992362191aac3526e3b357704272698abf889

Observation b637ffe5-3968-4e69-8420-96a331fe8d65 · outbound

This paper cites Language knowledge-assisted in topology construction for skeleton-based action recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Language knowledge-assisted in topology construction for skeleton-based action recognition,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.095267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.309673Z digest=sha256:a3bfd37e3fa2530b238fa96779b8342c85bc4bdaeab233b301257090470426cd

Observation 10a3a20a-ab40-4ec4-bf79-2471350287f9 · outbound

This paper cites ViPLO: Vision transformer based pose-conditioned self-loop graph for human-object interaction detection,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? ViPLO: Vision transformer based pose-conditioned self-loop graph for human-object interaction detection,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.079588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.314531Z digest=sha256:4f99476d84b000ca6df706d7a45c23fe7365f407133949ad3dcaac778a0d356f

Observation 5c16073d-a9ea-433a-8d72-901bef64f425 · outbound

This paper cites SkeleTR: Towards skeleton-based action recogni- tion in the wild,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? SkeleTR: Towards skeleton-based action recogni- tion in the wild,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.064019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.319102Z digest=sha256:22f336e757e5b1bc1106efc373166cd8617c51643e64e1c9148f37b8e3fc69eb

Observation a8b748bc-5640-400e-887f-596d71a1d7ac · outbound

This paper cites SkeletonMAE: Graph-based masked autoencoder for skeleton sequence pre-training,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? SkeletonMAE: Graph-based masked autoencoder for skeleton sequence pre-training,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.049206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.323421Z digest=sha256:de640d408746419ace67a6d040518f40392add04da8853e649ed6d6f56b1a40a

Observation fbc2e1a0-8d1f-4add-bac4-23d464de3bf6 · outbound

This paper cites MotionGPT: Human motion as a foreign language,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? MotionGPT: Human motion as a foreign language,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.032955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.328303Z digest=sha256:69f62648b079d652dc4d022601bdb2c9e69bd1826e22281a88bfccb79ff0b4d2

Observation 7642b5bc-145e-42e0-868b-d97f136f5bf3 · outbound

This paper cites MotionGPT-2: A General-Purpose Motion-Language Model for Motion Generation and Understanding.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? MotionGPT-2: A General-Purpose Motion-Language Model for Motion Generation and Understanding

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:34.333588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:47:34.333588Z digest=sha256:bc288c6e047d3f43ca992148f9dcc0c3434b320b15129e13cbe3e366137093a4

Observation 069cdd13-5cd2-4aff-9f27-abe37f255a06 · outbound

This paper cites Spatial temporal graph convolutional networks for skeleton-based action recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Spatial temporal graph convolutional networks for skeleton-based action recognition,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.014932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.338903Z digest=sha256:df0223d59779ef8a8df734b5fde0188d6918eeabb4676d6bb83ab45f300f25d5

Observation e6b5e9e6-cf07-4ddc-88f8-f92648392fe6 · outbound

This paper cites Learning 3D human pose estimation from dozens of datasets using a geometry-aware autoencoder to bridge between skeleton formats,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Learning 3D human pose estimation from dozens of datasets using a geometry-aware autoencoder to bridge between skeleton formats,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.998701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.343794Z digest=sha256:868a04406dc6d971b949f16768d9a678b6b6c888dffb53b328d2246480192cb0

Observation b8e11ffb-4353-423b-af67-833eb7cbf646 · outbound

This paper cites Systematic comparison of projection methods for monocular 3D human pose estimation on fisheye images,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Systematic comparison of projection methods for monocular 3D human pose estimation on fisheye images,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.982177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.348854Z digest=sha256:6e10edd5f810545aa9e9f28de70064d5034971c09df620d7a34b3490791e96eb

Observation ac32afb2-59f7-47b2-afb8-4e4c2b41ef03 · outbound

This paper cites A proposed set of communicative gestures for human robot interaction and an RGB image-based gesture recognizer implemented in ROS,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? A proposed set of communicative gestures for human robot interaction and an RGB image-based gesture recognizer implemented in ROS,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.967616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.354122Z digest=sha256:d82dba16e374dd1c251c01495249d55816d0e971fb819ceb9afbfc16dbe0a8c4

Observation 3abb77d3-388f-4912-9009-bd78ffebcb8d · outbound

This paper cites Skeleton-based action and gesture recognition for human-robot collaboration,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Skeleton-based action and gesture recognition for human-robot collaboration,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.952193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.359113Z digest=sha256:624ca608230fe1370ff5a730e58f8028b82a2266183b69ee78068e9d7f308700

Observation 8e122873-a551-476d-b58c-ecc45ff5b8e2 · outbound

This paper cites Recognizing actions by shape- motion prototype trees,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Recognizing actions by shape- motion prototype trees,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.937353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.364376Z digest=sha256:0403cdc19120fa69c4ca11ccceff383d10a4a8627e0ec683347d6c613eb80190

Observation a8975777-5710-4c32-ae6e-6383083a1213 · outbound

This paper cites Fast gesture recognition with multiple stream discrete HMMs on 3D skeletons,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Fast gesture recognition with multiple stream discrete HMMs on 3D skeletons,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.922092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.369733Z digest=sha256:6dc41f68827d23502b61226cf0cc983e91f49fc17c29e639501964018935afb8

Observation cb828371-08cd-4aad-a15e-7e3b16941824 · outbound

This paper cites A full-body gesture database for automatic gesture recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? A full-body gesture database for automatic gesture recognition,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.904945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.375542Z digest=sha256:eb64c45876dbd32d7afb41b718f3f4b8d3225ee629292008cb661633fa410ce2

Observation c42f95e3-2662-418e-8acf-6a2368d1c3ee · outbound

This paper cites Towards controlling mobile robot using upper human body gesture based on convolutional neural network,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Towards controlling mobile robot using upper human body gesture based on convolutional neural network,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.888881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.380576Z digest=sha256:18b5cf426e824a2c6ed29fd4f70acad1f306d5f16ac454a3072a3e712f8b377a

Observation 4bac6635-313a-420c-b474-1e9a1dc1d760 · outbound

This paper cites Self-feedback DETR for temporal action detection,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Self-feedback DETR for temporal action detection,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.873280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.385734Z digest=sha256:359eced29b3bf8e158eab534ea3bc19670ce71f21995ef97c4cb369b33b284df

Observation 4c2051cb-67cb-49cb-9391-fa93773ad4e2 · outbound

This paper cites Cross-modal learning with 3D deformable attention for action recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Cross-modal learning with 3D deformable attention for action recognition,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.856474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.391589Z digest=sha256:da2c95e2f1d56fac8229e3c36d2d94019502a297fa1ea4293c82ebdd44a0bc2f

Observation 87a6f8ba-3dc3-46bf-b81c-96e4308f2a61 · outbound

This paper cites Zero-shot action recogni- tion in videos: A survey,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Zero-shot action recogni- tion in videos: A survey,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.839879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.396256Z digest=sha256:6f152b279167f24ce3d810538b5bd539bbe79a6029fed7112ac0fd2053c51596

Observation ea6f2901-632f-430f-8abf-77ddc6242010 · outbound

This paper cites Foundation model and temporal priors-guided trans- ductive few-shot action recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Foundation model and temporal priors-guided trans- ductive few-shot action recognition,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.822677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.400974Z digest=sha256:fe5e3f18b705da1df3701e4989e896a6879429c7c1e1e8c501f2e6ef75c36e18

Observation 979f49a6-982a-44ab-87c1-065bde4323a8 · outbound

This paper cites Few-shot Action Recognition with Captioning Foundation Models.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Few-shot Action Recognition with Captioning Foundation Models

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T22:47:34.406553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:47:34.406553Z digest=sha256:e3111dad0ef851165028de966b9c08a5e08fa8976d70d85ca73a44a39dbfeb4a

Observation 0ebb0d85-1253-4463-b274-983251aadb4f · outbound

This paper cites An evaluation of large pre-trained models for gesture recognition using synthetic videos,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? An evaluation of large pre-trained models for gesture recognition using synthetic videos,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.804575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.412765Z digest=sha256:8185db1193acb4687563427cf2cc632bcedff495767fcb0d2a0c9b31b879f36d

Observation 2fd1c87e-3555-49bb-9d1f-95391ffaca98 · outbound

This paper cites motpy – simple multi object tracking library,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? motpy – simple multi object tracking library,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.788556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.418521Z digest=sha256:011e699dbfe76b9d7df1f8b5e22576d32215459dd465d2be7bb8c3a50b460c1a

Observation a3403f9f-f524-4b28-94de-1591048e5b99 · outbound

This paper cites NTU RGB+D 120: A large-scale benchmark for 3D human activity understanding,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? NTU RGB+D 120: A large-scale benchmark for 3D human activity understanding,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.771845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.425194Z digest=sha256:c324ad830fd92727f4c28fe0c9f8c6420d868cbf98bc1ed8cb46499668e7e9d1

Observation b673f224-615e-4016-9b0a-825f683ac416 · outbound

This paper cites DeGCN: Deformable graph convolutional net- works for skeleton-based action recognition,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? DeGCN: Deformable graph convolutional net- works for skeleton-based action recognition,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.755000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.430999Z digest=sha256:71023e86992f0f9b1e20271b45108f4351e9c0fada66d78ab0cf6f5be124fd40

Observation 95486799-7c33-4432-8444-9ef4b158f1a7 · outbound

This paper cites An image is worth 16x16 words: Transform- ers for image recognition at scale,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? An image is worth 16x16 words: Transform- ers for image recognition at scale,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.732595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.436642Z digest=sha256:f55a5dfe4ffdbc1dd22c5fc50977567a1f3d35b91071fe2853deed0a9fc4cf69

Observation ce3c6c03-a770-4e3b-8098-eeece54c8379 · outbound

This paper cites A comprehensive review of YOLO architectures in computer vision: From YOLOv1 to YOLOv8 and YOLO-NAS,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? A comprehensive review of YOLO architectures in computer vision: From YOLOv1 to YOLOv8 and YOLO-NAS,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.712481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.443251Z digest=sha256:d0a5743bae1c4f4dc3c5f38ea3cca450fb1c4153b00018bb4cfa3bdb879105a3

Observation 41549042-a334-4da0-a101-2209ee975848 · outbound

This paper cites Mask R-CNN,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Mask R-CNN,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.694767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.449123Z digest=sha256:fcbcaec3902694b2905de285f59be5c5bf99e6966a60f7cac82cba5f01b8fc81

Observation 4130f14f-5326-4a80-9fb3-3acf11f9cfa1 · outbound

This paper cites Revisiting feature prediction for learning visual representations from video,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Revisiting feature prediction for learning visual representations from video,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:35.452383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.455154Z digest=sha256:a4a3f7f9f58b1a0f4bfa8edc4316bcbf59f9b529cec385b9e2bdf73db8209abf

Observation 56cbf492-f6af-4605-940f-70fb17cc15d1 · outbound

This paper cites Video-MME: The first-ever comprehensive evaluation benchmark of multi-modal LLMs in video analysis,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Video-MME: The first-ever comprehensive evaluation benchmark of multi-modal LLMs in video analysis,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.676310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.464140Z digest=sha256:2a3024bff6ab66b5d1da75a657832b33b2c04972fe9d84c451954afaee9f4cad

Observation 7a37d2ec-08ec-4894-8c94-9cd885153725 · outbound

This paper cites Mistral 7B,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? Mistral 7B,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:47:34.654857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:47:34.470001Z digest=sha256:bd53a5c50d16a89065553d97cdf499041e915bfe82494586e5f70114f28a67b7

Observation c56fc7a1-a5e0-41ba-ab39-f401ab6dd02e · outbound

This paper cites 3D human pose estimation in video with temporal convolutions and semi-supervised training,.

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction? 3D human pose estimation in video with temporal convolutions and semi-supervised training,

Reference 68

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source=pdf_text observed=2026-08-06T22:47:34.476382Z digest=sha256:13580e67e73810ab3409f505174f1ce7d90bc8eb11776276bb273f367124b10f

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